AI Learning Resources

Explore our curated collection of learning materials, tools, and references to accelerate your AI journey.

Resource Library

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9 resources found

Getting Started with TensorFlow

Beginner • 4 hours

A comprehensive tutorial on setting up and using TensorFlow for your first machine learning model.

Building Your First Neural Network

Intermediate • 6 hours

Step-by-step guide to creating and training a neural network for image classification tasks.

PyTorch Framework

All Levels • Library

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

Hugging Face Transformers

All Levels • Library

State-of-the-art Natural Language Processing for PyTorch and TensorFlow 2.0.

MNIST Dataset

Beginner • 70,000 Images

A large database of handwritten digits commonly used for training various image processing systems.

Dataset Download

Attention Is All You Need

Advanced • 2017

The groundbreaking paper that introduced the Transformer architecture, revolutionizing NLP tasks.

Research Paper Read Paper

Deep Learning Specialization

Intermediate • 3 months

A series of courses designed to help you master Deep Learning, understand how to build neural networks, and lead AI projects.

Machine Learning Foundations

Beginner • 6 weeks

Learn the fundamentals of machine learning algorithms, data preparation, and model evaluation.

ImageNet Dataset

Intermediate • 14M Images

A large visual database designed for use in visual object recognition research.

AI Cheat Sheets

Quick reference guides to help you remember key concepts and algorithms.

Machine Learning Algorithms

A comprehensive guide to the most common machine learning algorithms, their use cases, and implementation details.

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Neural Network Architectures

Visual guide to different neural network architectures including CNNs, RNNs, GANs, and Transformers.

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Python for Data Science

Essential Python libraries and functions for data manipulation, visualization, and analysis.

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